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Benchmarks
Multi-step Forecasting on Pine Island Glacier transient simulations months 61-240 ISSM (test)
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39.57
RMSE (Vx)
Horizon-aware GNN
36.802
55.486
74.17
92.854
May 28, 2026
RMSE (Vx)
RMSE (Vy)
RMSE (H)
Updated 1mo ago
Evaluation Results
Method
Method
Links
RMSE (Vx)
RMSE (Vy)
RMSE (H)
Horizon-aware GNN
Train Time (s)=9279.70...
2026.05
39.57
66.5
11.99
Horizon-aware GNN
Train Time (s)=11491.4...
2026.05
40.32
75.92
11.91
Initial-state Baseline
2026.05
43.04
110.08
15.16
Horizon-aware GNN
Train Time (s)=4742.19...
2026.05
43.83
70.85
13.22
Horizon-aware GNN
Train Time (s)=7074.82...
2026.05
44.45
73.86
12.76
One-step Autoregressive
Train Time (s)=2388.17...
2026.05
108.77
207.05
30.91
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